语言大模型 / LLM

Current and Future Use of Large Language Models for Knowledge Work

Michelle Brachman, Amina El-Ashry, Casey Dugan, Werner Geyer

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Automated Harmfulness Testing for Code Large Language Models

Honghao Tan, Haibo Wang, Diany Pressato, Yisen Xu, Shin Hwei Tan

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models

Dongyang Liu, Renrui Zhang, Longtian Qiu, Siyuan Huang, Weifeng Lin, Shitian Zhao, Shijie Geng, Ziyi Lin, Peng Jin, Kaipeng Zhang, Wenqi Shao, Chao Xu, Conghui He, Junjun He, Hao Shao, Pan Lu, Hongsheng Li, Yu Qiao, Peng Gao

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted by ICML 2024. Code and models are released at https://github.com/Alpha-VLLM/LLaMA2-Accessory

Leveraging Large Language Models and Machine Learning for Smart Contract Vulnerability Detection

S M Mostaq Hossain, Amani Altarawneh, Jesse Roberts

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 7 pages, 4 figures, 1 table. This paper has accepted in 2025 IEEE 15th Annual Computing and Communication Workshop and Conference (CCWC)

AgroLLM: Connecting Farmers and Agricultural Practices through Large Language Models for Enhanced Knowledge Transfer and Practical Application

Dinesh Jackson Samuel, Inna Skarga-Bandurova, David Sikolia, Muhammad Awais

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Danoliteracy of Generative Large Language Models

Søren Vejlgaard Holm, Lars Kai Hansen, Martin Carsten Nielsen

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 16 pages, 13 figures, Accepted to NoDaLiDa/Baltic-HLT 2025

Journal ref Proceedings of the Joint 25th Nordic Conference on Computational Linguistics and 11th Baltic Conference on Human Language Technologies (NoDaLiDa/Baltic-HLT 2025)

M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models

Rishabh Maheshwary, Vikas Yadav, Hoang Nguyen, Khyati Mahajan, Sathwik Tejaswi Madhusudhan

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 39 pages

Pushing the boundaries of Structure-Based Drug Design through Collaboration with Large Language Models

Bowen Gao, Yanwen Huang, Yiqiao Liu, Wenxuan Xie, Wei-Ying Ma, Ya-Qin Zhang, Yanyan Lan

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Leveraging Retrieval-Augmented Generation and Large Language Models to Predict SERCA-Binding Protein Fragments from Cardiac Proteomics Data

Taylor A Phillips, Alejandro W. Huskey, Patrick T. Huskey, Seth L. Robia, Peter M. Kekenes-Huskey

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Topic Classification of Case Law Using a Large Language Model and a New Taxonomy for UK Law: AI Insights into Summary Judgment

Holli Sargeant, Ahmed Izzidien, Felix Steffek

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Journal ref Artificial Intelligence and Law (2025)

SpecGen: Automated Generation of Formal Program Specifications via Large Language Models

Lezhi Ma, Shangqing Liu, Yi Li, Xiaofei Xie, Lei Bu

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

On the Role of Attention Heads in Large Language Model Safety

Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Kun Wang, Yang Liu, Junfeng Fang, Yongbin Li

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 28 pages, 18 figures, 7 tables. This paper has been accepted as ICLR 2025 (oral)

Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems

Yaochen Zhu, Chao Wan, Harald Steck, Dawen Liang, Yesu Feng, Nathan Kallus, Jundong Li

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Accepted by WWW'2025

AI-Empowered Catalyst Discovery: A Survey from Classical Machine Learning Approaches to Large Language Models

Yuanyuan Xu, Hanchen Wang, Wenjie Zhang, Lexing Xie, Yin Chen, Flora Salim, Ying Zhang, Justin Gooding, Toby Walsh

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

PATCH: Empowering Large Language Model with Programmer-Intent Guidance and Collaborative-Behavior Simulation for Automatic Bug Fixing

Yuwei Zhang, Zhi Jin, Ying Xing, Ge Li, Fang Liu, Jiaxin Zhu, Wensheng Dou, Jun Wei

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Preprint, to appear in the ACM Transactions on Software Engineering and Methodology (TOSEM)

LintLLM: An Open-Source Verilog Linting Framework Based on Large Language Models

Zhigang Fang, Renzhi Chen, Zhijie Yang, Yang Guo, Huadong Dai, Lei Wang

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Evaluation of Reliability Criteria for News Publishers with Large Language Models

Manuel Pratelli, John Bianchi, Fabio Pinelli, Marinella Petrocchi

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Large language models perpetuate bias in palliative care: development and analysis of the Palliative Care Adversarial Dataset (PCAD)

Naomi Akhras, Fares Antaki, Fannie Mottet, Olivia Nguyen, Shyam Sawhney, Sabrina Bajwah, Joanna M Davies

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments The complete PCAD datasets are available on Figshare: dx.doi.org/10.6084/m9.figshare.28396016

ETimeline: An Extensive Timeline Generation Dataset based on Large Language Model

Xiaochen Liu, Yanan Zhang

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Donald Trumps in the Virtual Polls: Simulating and Predicting Public Opinions in Surveys Using Large Language Models

Shapeng Jiang, Lijia Wei, Chen Zhang

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions

Michele Miranda, Elena Sofia Ruzzetti, Andrea Santilli, Fabio Massimo Zanzotto, Sébastien Bratières, Emanuele Rodolà

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Published in Transactions on Machine Learning Research (TMLR) https://openreview.net/forum?id=Ss9MTTN7OL

Journal ref Transactions on Machine Learning Research, 2025

Echo-Teddy: Preliminary Design and Development of Large Language Model-based Social Robot for Autistic Students

Unggi Lee, Hansung Kim, Juhong Eom, Hyeonseo Jeong, Seungyeon Lee, Gyuri Byun, Yunseo Lee, Minji Kang, Gospel Kim, Jihoi Na, Jewoong Moon, Hyeoncheol Kim

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Harnessing Large Language Models for Curated Code Reviews

Oussama Ben Sghaier, Martin Weyssow, Houari Sahraoui

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Large Language Models for Code Generation: The Practitioners Perspective

Zeeshan Rasheed, Muhammad Waseem, Kai Kristian Kemell, Aakash Ahmad, Malik Abdul Sami, Jussi Rasku, Kari Systä, Pekka Abrahamsson

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 20 pages, 4 figures, 2 table

On The Truthfulness of 'Surprisingly Likely' Responses of Large Language Models

Naman Goel

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Large Language Model-Based Semantic Communication System for Image Transmission

Soheyb Ribouh, Osama Saleem

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

6G comprehensive intelligence: network operations and optimization based on Large Language Models

Sifan Long, Fengxiao Tang, Yangfan Li, Tiao Tan, Zhengjie Jin, Ming Zhao, Nei Kato

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments This paper has been published on the IEEE network, and the relevant information is as follows: 8 pages, 5 figures, 15 preferences,

Journal ref IEEE Network (2024)

Leveraging Large Language Models for Realizing Truly Intelligent User Interfaces

Allard Oelen, Sören Auer

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Fixing Function-Level Code Generation Errors for Foundation Large Language Models

Hao Wen, Yueheng Zhu, Chao Liu, Xiaoxue Ren, Weiwei Du, Meng Yan

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

CS-Eval: A Comprehensive Large Language Model Benchmark for CyberSecurity

Zhengmin Yu, Jiutian Zeng, Siyi Chen, Wenhan Xu, Dandan Xu, Xiangyu Liu, Zonghao Ying, Nan Wang, Yuan Zhang, Min Yang

专题命中 评测与基准 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)